The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-02-18"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "110306030 (up from 109902832 yesterday: 0.37 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2441598 (up from 2430189 yesterday: 0.47 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 8825497

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.21



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 27896040 69255 0.25 2129026 493098 2558 0.52 1.77
India 10963394 13193 0.12 243346 156111 97 0.06 1.42
Brazil 10030626 51879 0.52 971939 243457 1367 0.56 2.43
United Kingdom 4095187 12095 0.30 340739 119614 455 0.38 2.92
Russia 4079407 13243 0.33 326859 80587 469 0.59 1.98
France 3596156 22518 0.63 406751 83542 271 0.33 2.32
Spain 3121687 14515 0.47 416686 66704 388 0.59 2.14
Italy 2765412 13755 0.50 249905 94887 347 0.37 3.43
Turkey 2616600 7241 0.28 159482 27821 83 0.30 1.06
Germany 2372209 9845 0.42 177647 67245 513 0.77 2.83
Colombia 2212525 4824 0.22 144950 58334 200 0.34 2.64
Argentina 2046795 7671 0.38 141271 50857 241 0.48 2.48
Mexico 2022662 9099 0.45 197143 178108 1047 0.59 8.81
Poland 1614446 9074 0.57 117781 41582 274 0.66 2.58
Iran 1550142 8066 0.52 151301 59264 80 0.14 3.82
South Africa 1498766 2327 0.16 60968 48708 230 0.47 3.25
Ukraine 1333332 6441 0.49 85658 26191 174 0.67 1.96
Indonesia 1252685 9039 0.73 214692 33969 181 0.54 2.71
Peru 1252137 7408 0.60 138167 44308 252 0.57 3.54
Czechia 1123252 10930 0.98 158592 18739 143 0.77 1.67
Netherlands 1057116 4572 0.43 77414 15211 73 0.48 1.44
Canada 842590 3435 0.41 71765 21509 70 0.33 2.55
Portugal 792829 1944 0.25 107446 15754 105 0.67 1.99
Chile 788142 3828 0.49 73999 19798 139 0.71 2.51
Romania 771843 3058 0.40 50330 19659 71 0.36 2.55
Belgium 746302 2420 0.33 43865 21821 28 0.13 2.92
Israel 741934 3305 0.45 113039 5509 36 0.66 0.74
Iraq 657453 3896 0.60 40251 13220 16 0.12 2.01
Sweden 627022 4920 0.79 62465 12598 29 0.23 2.01
Pakistan 568506 1245 0.22 27475 12527 39 0.31 2.20
Philippines 555163 1739 0.31 35588 11673 96 0.83 2.10
Switzerland 546754 1219 0.22 27350 9876 27 0.27 1.81
Bangladesh 542268 391 0.07 8315 8329 15 0.18 1.54
Morocco 480056 477 0.10 10917 8524 7 0.08 1.78
Austria 439841 1967 0.45 29611 8312 22 0.27 1.89
Serbia 429048 2561 0.60 38411 4292 15 0.35 1.00
Japan 421421 1525 0.36 40777 7294 76 1.05 1.73
Hungary 394023 2853 0.73 30573 14035 104 0.75 3.56
Saudi Arabia 374029 327 0.09 6753 6450 5 0.08 1.72
United Arab Emirates 361877 3294 0.92 68825 1073 18 1.71 0.30
Jordan 356744 1638 0.46 32575 4512 9 0.20 1.26
Lebanon 348810 2730 0.79 55653 4206 54 1.30 1.21
Panama 334463 708 0.21 17655 5694 22 0.39 1.70
Slovakia 285419 2555 0.90 41992 6271 103 1.67 2.20
Malaysia 274875 2712 1.00 76667 1030 25 2.49 0.37
Belarus 273659 1386 0.51 30808 1885 9 0.48 0.69
Nepal 273166 96 0.04 2578 2058 3 0.15 0.75
Ecuador 269860 1641 0.61 23860 15444 50 0.32 5.72
Georgia 267313 365 0.14 11026 3399 9 0.27 1.27
Kazakhstan 254712 961 0.38 22996 3145 1 0.03 1.23
Bolivia 239524 1029 0.43 28798 11353 50 0.44 4.74
Croatia 238866 365 0.15 7888 5399 24 0.45 2.26
Bulgaria 234428 1086 0.47 16854 9786 42 0.43 4.17
Dominican Republic 232780 1043 0.45 24170 3007 17 0.57 1.29
Azerbaijan 232636 145 0.06 2843 3190 3 0.09 1.37
Tunisia 226015 899 0.40 21664 7684 33 0.43 3.40
Ireland 212647 896 0.42 20002 4082 46 1.14 1.92
Denmark 206753 468 0.23 8861 2320 3 0.13 1.12
Costa Rica 201241 353 0.18 8604 2756 11 0.40 1.37
Lithuania 192193 372 0.19 12033 3129 16 0.51 1.63
Slovenia 182484 878 0.48 19249 3755 10 0.27 2.06
Kuwait 181484 979 0.54 18034 1027 8 0.79 0.57
Egypt 176333 656 0.37 12051 10201 51 0.50 5.79
Greece 176059 1400 0.80 21263 6221 27 0.44 3.53
Moldova 174155 1340 0.78 15846 3717 20 0.54 2.13
West Bank and Gaza 171154 627 0.37 13561 1956 8 0.41 1.14
Armenia 169820 223 0.13 3151 3156 1 0.03 1.86
Guatemala 169610 730 0.43 12015 6186 22 0.36 3.65
Honduras 163305 721 0.44 18313 3965 32 0.81 2.43
Qatar 159053 462 0.29 8773 256 0 0.00 0.16
Nigeria 150246 877 0.59 23222 1803 16 0.90 1.20
Ethiopia 150179 871 0.58 14585 2249 12 0.54 1.50
Paraguay 148622 1369 0.93 17705 3008 17 0.57 2.02
Burma 141709 19 0.01 2557 3191 -1 -0.03 2.25
Oman 138494 288 0.21 4766 1549 0 0.00 1.12
Venezuela 134781 462 0.34 9417 1303 6 0.46 0.97
Libya 128740 392 0.31 11961 2061 5 0.24 1.60
Bosnia and Herzegovina 127135 354 0.28 5941 4962 13 0.26 3.90
Bahrain 115705 648 0.56 14202 414 4 0.98 0.36
Algeria 111418 171 0.15 4808 2950 3 0.10 2.65
Kenya 103615 283 0.27 3193 1807 6 0.33 1.74
China 100684 18 0.02 938 4833 0 0.00 4.80

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 3512088 5686 0.16 238183 48259 323 0.67 1.37 88886.12 1221.37 1 in 11
Texas 2578396 2298 0.09 248124 41630 134 0.32 1.61 88922.84 1435.72 1 in 11
Florida 1849744 5117 0.28 162150 29474 163 0.56 1.59 86123.78 1372.30 1 in 12
New York 1568624 9582 0.61 185769 46436 169 0.37 2.96 80634.29 2387.02 1 in 12
Illinois 1168684 1967 0.17 52312 22297 73 0.33 1.91 92227.00 1759.57 1 in 11
Georgia 976732 3485 0.36 83775 16403 130 0.80 1.68 91993.32 1544.91 1 in 11
Ohio 947389 2282 0.24 63673 16611 98 0.59 1.75 81048.93 1421.07 1 in 12
Pennsylvania 908637 3267 0.36 80005 23381 97 0.42 2.57 70976.24 1826.36 1 in 14
North Carolina 833423 3916 0.47 93923 10766 96 0.90 1.29 79463.80 1026.50 1 in 13
Arizona 802198 1143 0.14 58966 15276 213 1.41 1.90 105345.93 2006.07 1 in 9
Tennessee 761360 1057 0.14 43777 11057 72 0.66 1.45 111421.13 1618.14 1 in 9
New Jersey 758451 3277 0.43 77168 22721 89 0.39 3.00 85390.09 2558.04 1 in 12
Indiana 652210 757 0.12 32215 12281 31 0.25 1.88 96878.90 1824.21 1 in 10
Michigan 633973 1201 0.19 27485 16251 91 0.56 2.56 63480.73 1627.24 1 in 16
Wisconsin 610055 866 0.14 22475 6816 18 0.26 1.12 104776.63 1170.64 1 in 10
Massachusetts 563976 2040 0.36 49842 15686 63 0.40 2.78 81153.43 2257.14 1 in 12
Virginia 557896 2304 0.41 64222 7090 15 0.21 1.27 65361.70 830.65 1 in 15
South Carolina 495044 2675 0.54 63875 8155 38 0.47 1.65 96149.06 1583.89 1 in 10
Missouri 489763 782 0.16 20196 7997 178 2.28 1.63 79799.39 1302.99 1 in 13
Alabama 484365 1198 0.25 31631 9424 78 0.83 1.95 98785.79 1922.02 1 in 10
Minnesota 476292 913 0.19 17659 6472 14 0.22 1.36 84454.45 1147.59 1 in 12
Louisiana 421846 828 0.20 26937 9406 15 0.16 2.23 90743.10 2023.32 1 in 11
Colorado 417415 1241 0.30 25678 5864 26 0.45 1.40 72483.79 1018.28 1 in 14
Oklahoma 416476 618 0.15 35046 4112 23 0.56 0.99 105251.21 1039.18 1 in 10
Kentucky 392729 957 0.24 36861 4373 37 0.85 1.11 87904.60 978.81 1 in 11
Maryland 373966 986 0.26 25217 7661 31 0.41 2.05 61856.73 1267.19 1 in 16
Utah 364399 1151 0.32 21954 1813 7 0.39 0.50 113663.06 565.51 1 in 9
Washington 332007 1200 0.36 24198 4803 44 0.92 1.45 43599.69 630.74 1 in 23
Iowa 331504 598 0.18 14380 5321 15 0.28 1.61 105070.25 1686.49 1 in 10
Arkansas 314445 253 0.08 23589 5323 10 0.19 1.69 104195.90 1763.85 1 in 10
Kansas 291124 31 0.01 16301 4482 0 0.00 1.54 99928.81 1538.45 1 in 10
Nevada 289880 488 0.17 14929 4805 31 0.65 1.66 94112.12 1559.99 1 in 11
Mississippi 289532 134 0.05 19056 6531 7 0.11 2.26 97284.11 2194.45 1 in 10
Connecticut 271903 547 0.20 23138 7496 20 0.27 2.76 76263.99 2102.50 1 in 13
Nebraska 198042 296 0.15 8445 2025 7 0.35 1.02 102378.61 1046.83 1 in 10
New Mexico 181739 407 0.22 10020 3580 18 0.51 1.97 86673.26 1707.34 1 in 12
Idaho 168639 286 0.17 6919 1826 9 0.50 1.08 94103.17 1018.94 1 in 11
Oregon 151713 456 0.30 10930 2149 6 0.28 1.42 35970.24 509.51 1 in 28
West Virginia 128760 355 0.28 10198 2236 11 0.49 1.74 72047.79 1251.16 1 in 14
Rhode Island 122859 419 0.34 9105 2367 15 0.64 1.93 115974.63 2234.37 1 in 9
South Dakota 110871 186 0.17 3076 1847 3 0.16 1.67 125326.26 2087.81 1 in 8
North Dakota 99034 133 0.13 1730 1465 4 0.27 1.48 129955.31 1922.42 1 in 8
Puerto Rico 98506 78 0.08 5965 1940 10 0.52 1.97 30843.91 607.45 1 in 32
Montana 98100 200 0.20 5166 1337 3 0.22 1.36 91787.07 1250.96 1 in 11
Delaware 83852 271 0.32 7357 1326 10 0.76 1.58 86111.21 1361.73 1 in 12
New Hampshire 72399 461 0.64 7808 1150 2 0.17 1.59 53245.87 845.77 1 in 19
Alaska 57182 214 0.38 3305 288 0 0.00 0.50 78166.07 393.69 1 in 13
Wyoming 53531 81 0.15 2101 662 0 0.00 1.24 92492.73 1143.83 1 in 11
Maine 43095 218 0.51 4641 655 1 0.15 1.52 32059.68 487.27 1 in 31
District of Columbia 39301 121 0.31 3169 992 7 0.71 2.52 55686.94 1405.60 1 in 18
Hawaii 27192 60 0.22 1446 427 1 0.23 1.57 19205.13 301.58 1 in 52
Vermont 14149 153 1.09 2626 193 2 1.05 1.36 22675.08 309.30 1 in 44

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 46504255 3512088 7.55 5033621 238183 4.73 1176958.7
2 Texas 18810731 2578396 13.71 1861592 248124 13.33 648738.0
3 Florida 20843123 1849744 8.87 2077923 162150 7.80 970452.5
4 New York 35739542 1568624 4.39 4360725 185769 4.26 1837172.2
5 Illinois 17388356 1168684 6.72 1654794 52312 3.16 1372206.6
6 Georgia 6963712 976732 14.03 625484 83775 13.39 655875.9
7 Ohio 9691429 947389 9.78 770000 63673 8.27 829099.7
8 Pennsylvania 9991280 908637 9.09 5565910 80005 1.44 780447.5
9 North Carolina 9875913 833423 8.44 1150176 93923 8.17 941631.8
10 Arizona 3655029 802198 21.95 245634 58966 24.01 479984.3
11 Tennessee 6766039 761360 11.25 411782 43777 10.63 990175.1
12 New Jersey 10261115 758451 7.39 920084 77168 8.39 1155246.1
13 Indiana 7650673 652210 8.52 766182 32215 4.20 1136426.6
14 Michigan 9969774 633973 6.36 698510 27485 3.93 998289.4
15 Wisconsin 6599391 610055 9.24 506479 22475 4.44 1133442.0
16 Massachusetts 15240866 563976 3.70 1931425 49842 2.58 2193087.2
17 Virginia 5679834 557896 9.82 532849 64222 12.05 665435.1
18 South Carolina 4752459 495044 10.42 653265 63875 9.78 923038.1
19 Missouri 4359840 489763 11.23 253011 20196 7.98 710369.2
20 Alabama 2243392 484365 21.59 126750 31631 24.96 457537.7
21 Minnesota 6661749 476292 7.15 522895 17659 3.38 1181238.2
22 Louisiana 5378269 421846 7.84 439485 26937 6.13 1156917.0
23 Colorado 5926792 417415 7.04 583928 25678 4.40 1029182.8
24 Oklahoma 3403661 416476 12.24 271751 35046 12.90 860168.3
25 Kentucky 3786674 392729 10.37 225771 36861 16.33 847571.9
26 Maryland 7555013 373966 4.95 689488 25217 3.66 1249654.8
27 Utah 2772120 364399 13.15 198209 21954 11.08 864677.6
28 Washington 4997740 332007 6.64 527525 24198 4.59 656311.3
29 Iowa 1295556 331504 25.59 51337 14380 28.01 410626.7
30 Arkansas 2595004 314445 12.12 200833 23589 11.75 859892.1
31 Kansas 1229298 291124 23.68 69522 16301 23.45 421958.6
32 Nevada 2642893 289880 10.97 186705 14929 8.00 858038.7
33 Mississippi 1682915 289532 17.20 117951 19056 16.16 565467.3
34 Connecticut 6393870 271903 4.25 509960 23138 4.54 1793367.6
35 Nebraska 2290311 198042 8.65 226077 8445 3.74 1183985.5
36 New Mexico 2575686 181739 7.06 303757 10020 3.30 1228372.0
37 Idaho 626676 168639 26.91 29163 6919 23.73 349694.9
38 Oregon 3431911 151713 4.42 309207 10930 3.53 813685.4
39 West Virginia 2116105 128760 6.08 209798 10198 4.86 1184068.8
40 Rhode Island 2832361 122859 4.34 358331 9105 2.54 2673650.4
41 South Dakota 415822 110871 26.66 15752 3076 19.53 470036.5
42 North Dakota 1387253 99034 7.14 49978 1730 3.46 1820393.9
44 Montana 1038478 98100 9.45 99511 5166 5.19 971649.9
45 Delaware 1335597 83852 6.28 132386 7357 5.56 1371581.8
46 New Hampshire 1386911 72399 5.22 152157 7808 5.13 1020004.2
47 Alaska 1619459 57182 3.53 139610 3305 2.37 2213751.7
48 Wyoming 617468 53531 8.67 -7914 2101 -26.55 1066882.8
49 Maine 1542491 43095 2.79 179368 4641 2.59 1147505.8
50 District of Columbia 1181162 39301 3.33 110223 3169 2.88 1673629.0
51 Hawaii 1049298 27192 2.59 91035 1446 1.59 741096.7
52 Vermont 990931 14149 1.43 119984 2626 2.19 1588058.4

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 6235973 570023 2540 0.45 9.14 3716 368 49973 27938 4.90
Veneto 4689379 323888 1042 0.32 6.91 830 98 21986 9651 2.98
Campania 2733904 248165 1573 0.64 9.08 1290 110 69182 4082 1.64
Emilia-Romagna 3541280 240650 1565 0.65 6.80 1890 181 34929 10235 4.25
Piemonte 2375443 236075 501 0.21 9.94 1866 128 12006 9220 3.91
Lazio 3810949 222855 1025 0.46 5.85 1945 232 35638 5634 2.53
Sicilia 2205754 147665 480 0.33 6.69 930 145 33004 3941 2.67
Toscana 2524789 145976 956 0.66 5.78 717 144 12803 4497 3.08
Puglia 1468882 137922 844 0.62 9.39 1283 159 35729 3709 2.69
Liguria 969946 74873 334 0.45 7.72 541 59 4810 3544 4.73
Friuli Venezia Giulia 1273548 73043 262 0.36 5.74 361 58 9410 2733 3.74
Marche 776442 62216 532 0.86 8.01 520 79 8356 2152 3.46
P.A. Bolzano 644717 50276 478 0.96 7.80 253 37 7853 961 1.91
Abruzzo 882711 49710 482 0.98 5.63 552 70 12308 1599 3.22
Umbria 756403 42058 319 0.76 5.56 469 85 8418 948 2.25
Sardegna 712437 40538 100 0.25 5.69 295 25 13502 1096 2.70
Calabria 562061 36021 166 0.46 6.41 173 20 6465 659 1.83
P.A. Trento 578565 31155 292 0.95 5.38 172 27 2899 1189 3.82
Basilicata 233380 14556 111 0.77 6.24 73 6 3474 359 2.47
Molise 153353 9800 149 1.54 6.39 77 12 1620 322 3.29
Valle d’Aosta 74831 7947 11 0.14 10.62 10 2 136 413 5.20

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Ontario 294697 1159 0.39 6783 51 0.76 2.30 20031.30 461.06 1 in 50
Quebec 279887 900 0.32 10264 6 0.06 3.67 32782.58 1202.20 1 in 31
Alberta 130030 415 0.32 1805 7 0.39 1.39 29464.24 409.01 1 in 34
British Columbia 75327 617 0.83 1321 4 0.30 1.75 14738.45 258.47 1 in 68
Manitoba 31145 138 0.45 878 2 0.23 2.82 22609.52 637.38 1 in 44
Saskatchewan 27099 146 0.54 362 0 0.00 1.34 22932.88 306.35 1 in 44
Nova Scotia 1602 2 0.12 65 0 0.00 4.06 1638.95 66.50 1 in 610
New Brunswick 1411 4 0.28 24 0 0.00 1.70 1808.99 30.77 1 in 553
Newfoundland and Labrador 803 48 6.36 4 0 0.00 0.50 1540.19 7.67 1 in 649
Nunavut 330 6 1.85 1 0 0.00 0.30 NA NA 1 in NA
Prince Edward Island 114 0 0.00 0 0 NaN 0.00 720.80 0.00 1 in 1387
Yukon 72 0 0.00 1 0 0.00 1.39 1752.76 24.34 1 in 571
Northwest Territories 47 0 0.00 0 0 NaN 0.00 1046.68 0.00 1 in 955
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 85256.85 1507.02 1 in 12
India 8187.75 116.59 1 in 122
Brazil 47924.63 1163.20 1 in 21
United Kingdom 61637.37 1800.33 1 in 16
Russia 28231.19 557.70 1 in 35
France 53681.98 1247.08 1 in 19
Spain 66902.85 1429.58 1 in 15
Italy 45724.40 1568.90 1 in 22
Turkey 32379.66 344.28 1 in 31
Germany 28653.33 812.24 1 in 35
Colombia 45089.16 1188.79 1 in 22
Argentina 46234.36 1148.79 1 in 22
Mexico 15655.28 1378.54 1 in 64
Poland 42507.79 1094.84 1 in 24
Iran 19099.83 730.21 1 in 52
South Africa 26423.94 858.74 1 in 38
Ukraine NA NA 1 in NA
Indonesia 4745.02 128.67 1 in 211
Peru 38922.51 1377.31 1 in 26
Czechia 105469.67 1759.53 1 in 9

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1174340 19514 1.66
Maricopa Arizona 501214 8676 1.73
Cook Illinois 467986 9220 1.97
Miami-Dade Florida 398043 5242 1.32
Harris Texas 339444 4771 1.41
Riverside California 287200 3599 1.25
San Bernardino California 283356 2492 0.88
Dallas Texas 276049 3219 1.17
Orange California 258182 3685 1.43
San Diego California 254990 3135 1.23
Tarrant Texas 236911 2689 1.14
Clark Nevada 223624 3724 1.67
Queens New York 199680 8546 4.28
Kings New York 197700 8851 4.48
Bexar Texas 187746 2707 1.44
Broward Florida 187432 2297 1.23
Suffolk New York 156200 3000 1.92
Nassau New York 141738 2846 2.01
Salt Lake Utah 136338 722 0.53
Bronx New York 135635 5706 4.21
El Paso Texas 120556 2270 1.88
Palm Beach Florida 116209 2383 2.05
Philadelphia Pennsylvania 115944 3056 2.64
Orange Florida 110824 1060 0.96
Franklin Ohio 109830 1175 1.07
Middlesex Massachusetts 108759 3351 3.08
Santa Clara California 108255 1708 1.58
Hillsborough Florida 107806 1438 1.33
Pima Arizona 107582 2119 1.97
Milwaukee Wisconsin 106042 1254 1.18
Westchester New York 103019 2041 1.98
Kern California 100849 690 0.68
Wayne Michigan 100033 4105 4.10
Hennepin Minnesota 98828 1576 1.59
New York New York 96931 3793 3.91
Mecklenburg North Carolina 94018 830 0.88
Fresno California 93555 1349 1.44
Cuyahoga Ohio 93399 1656 1.77
Sacramento California 91309 1402 1.54
Gwinnett Georgia 89592 900 1.00
Marion Indiana 89582 1613 1.80
Utah Utah 88527 309 0.35
Duval Florida 87029 1063 1.22
St. Louis Missouri 86981 1881 2.16
Shelby Tennessee 85858 1443 1.68
Fulton Georgia 82781 1076 1.30
King Washington 82402 1348 1.64
Essex Massachusetts 81841 2104 2.57
Collin Texas 80947 686 0.85
Providence Rhode Island 80264 1731 2.16
Davidson Tennessee 80026 823 1.03
Oklahoma Oklahoma 79348 684 0.86
Alameda California 79092 1126 1.42
Fairfield Connecticut 77794 2016 2.59
Ventura California 76234 767 1.01
Suffolk Massachusetts 76135 1666 2.19
DuPage Illinois 75419 1172 1.55
Allegheny Pennsylvania 74060 1666 2.25
Bergen New Jersey 73819 2572 3.48
Travis Texas 73538 807 1.10
Oakland Michigan 73470 1965 2.67
Wake North Carolina 72213 515 0.71
Hidalgo Texas 72213 2575 3.57
Prince George’s Maryland 71586 1304 1.82
Hamilton Ohio 71567 925 1.29
Jefferson Kentucky 70971 773 1.09
Essex New Jersey 70899 2630 3.71
Middlesex New Jersey 69979 2051 2.93
Jefferson Alabama 69890 1319 1.89
Tulsa Oklahoma 69314 667 0.96
New Haven Connecticut 68953 1885 2.73
Hartford Connecticut 68277 2246 3.29
Cobb Georgia 67508 858 1.27
Hudson New Jersey 66417 1961 2.95
San Joaquin California 65659 1018 1.55
Fairfax Virginia 64568 834 1.29
Pinellas Florida 64099 1397 2.18
Will Illinois 63856 878 1.37
Worcester Massachusetts 63588 1984 3.12
Douglas Nebraska 63034 610 0.97
Erie New York 62732 1562 2.49
Montgomery Maryland 62085 1393 2.24
Greenville South Carolina 61690 822 1.33
Contra Costa California 60996 626 1.03
Denton Texas 60167 597 0.99
Lake Illinois 58393 910 1.56
Denver Colorado 58144 757 1.30
Macomb Michigan 57785 1942 3.36
Lee Florida 56126 859 1.53
Ocean New Jersey 55997 1798 3.21
Fort Bend Texas 55272 531 0.96
Polk Florida 55269 1094 1.98
Passaic New Jersey 55180 1655 3.00
DeKalb Georgia 55111 771 1.40
Union New Jersey 54787 1730 3.16
Stanislaus California 54728 916 1.67
Richmond New York 54468 1539 2.83
Bristol Massachusetts 54426 1453 2.67
Monmouth New Jersey 54178 1365 2.52
Sedgwick Kansas 52832 659 1.25

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc